Matteo Scandella

24 papers Journal 9Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Moment Matching by Kernel-Based Learning.
IEEE Trans. Autom. Control.
Alessio Moreschini, Matteo Scandella, Alessandro Astolfi, Thomas Parisini
2025 — conf
A Novel Quadratic Entropy Classifier for Fault Detection and Isolation with Application to the LIU-ICE Benchmark.
SysTol
Francesco Corrini, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2025 J jnl
A graph learning approach for kernel-based system identification with manifold regularization.
J. Frankl. Inst.
Pietro Boni, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2025 J jnl
Are Artificial Neural Networks suitable for data-driven moment matching?
Eur. J. Control
Matteo Scandella, Davide Previtali, Alessio Moreschini
2025 — conf
Mpc Based Anomaly Detection of Vessel Routes Using Ais Data.
SysTol
Francesco Corrini, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2024 — conf
Automated Data-Driven Tuning of Learning-Based Model Predictive Control (SelfMPC): A Maximum-Likelihood Approach.
ECC
Guitao Yang, Matteo Scandella, Simone Formentin, Thomas Parisini
2024 J jnl
Kernel-Based Learning of Stable Nonlinear Systems.
CoRR
Matteo Scandella, Michelangelo Bin, Thomas Parisini
2024 — conf
Non-Convex Learning with Guaranteed Convergence: Perspectives on Stochastic Optimal Control.
CDC
Alessio Moreschini, Matteo Scandella, Thomas Parisini
2024 — conf
Nonlinear Data-Driven Moment Matching in Reproducing Kernel Hilbert Spaces.
ECC
Alessio Moreschini, Matteo Scandella, Thomas Parisini
2024 — conf
SelfMPC: Automated Data-Driven MPC Design for a Class of Nonlinear Systems.
CDC
Guitao Yang, Matteo Scandella, Simone Formentin, Thomas Parisini
2023 — conf
Kernel-Based Continuous-Time System Identification: A Parametric Approximation.
CDC
Matteo Scandella, Alessio Moreschini, Thomas Parisini
2022 — conf
Group-Based Dimensionality Reduction and Estimation for Heterogeneous Large-Scale Traffic Networks.
ECC
Matteo Scandella, Michelangelo Bin, Thomas Parisini
2022 J jnl
Kernel-based identification of asymptotically stable continuous-time linear dynamical systems.
Int. J. Control
Matteo Scandella, Mirko Mazzoleni, Simone Formentin, Fabio Previdi
2022 J jnl
Kernel-based system identification with manifold regularization: A Bayesian perspective.
Autom.
Mirko Mazzoleni, Alessandro Chiuso, Matteo Scandella, Simone Formentin, Fabio Previdi
2021 J jnl
A Note on the Numerical Solutions of Kernel-Based Learning Problems.
IEEE Trans. Autom. Control.
Matteo Scandella, Mirko Mazzoleni, Simone Formentin, Fabio Previdi
2021 — conf
Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information.
CDC
Arnob Ghosh, Matteo Scandella, Michelangelo Bin, Thomas Parisini
2020 — conf
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach.
L4DC
Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
2020 — conf
Enhanced kernels for nonparametric identification of a class of nonlinear systems.
ECC
Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
2019 J jnl
Experimental Development of a Health Monitoring Method for Electro-Mechanical Actuators of Flight Control Primary Surfaces in More Electric Aircrafts.
IEEE Access
Mirko Mazzoleni, Fabio Previdi, Matteo Scandella, Giulio Pispola
2019 J jnl
Nonlinear system identification via data augmentation.
Syst. Control. Lett.
Simone Formentin, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2018 — conf
Classification of Light Charged Particles Via Learning-Based System Identification.
CDC
Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
2018 — conf
Condition Monitoring of Electro-Mechanical Actuators for Aerospace Using Batch Change Detection Algorithms.
CCTA
Mirko Mazzoleni, Matteo Scandella, Yamuna Maccarana, Fabio Previdi, Giulio Pispola, Nicola Porzi
2018 — conf
Development and Experimental Testing of a Health Monitoring System of Electro-Mechanical Actuators for Small Airplanes.
MED
Fabio Previdi, Yamuna Maccarana, Mirko Mazzoleni, Matteo Scandella, Giulio Pispola, Nicola Porzi
2018 — conf
Semi-supervised learning of dynamical systems: a preliminary study.
ECC
Mirko Mazzoleni, Simone Formentin, Matteo Scandella, Fabio Previdi